A SURVEY ON METAHEURISTIC OPTIMISATION BASED CLUSTERING IN WSN
Harini R S
, K.Krishna Sowmya , Pavitha.S , Steffy Susamn Varghese , Y.Nandhini
Wireless Sensor Networks (WSNs) are standard wireless ad hoc network which can gather, integrate and send data autonomously. The LEACH's(Lower Energy Adaptive Clustering Hierarchy)Cluster Head (CH) selection procedure is improved by the Lower Energy Adaptive Clustering Hierarchy (E- LEACH) with energy consciousness. When selecting the best Cluster Heads for WSNs, evolutionary techniques consider positional data and residual energy.A general approximation approach that runs in polynomial time should be utilized to solve Non-deterministic Polynomial(NP)hard problemof optimal CH selection.By carefully choosing the CHs for each cluster, the research aims to increase the network longevity and energy efficiency. For resolving problems of this kind, a general approximation algorithm with polynomial timeis to be utilised. Finding such a problem and arriving at a nearly perfect answer is difficult. By optimization, the symmetry of every network link and its energy efficiency have been guaranteed. Since the optimization is NP hard, the majority of the network parameters are additive in character. For instance, the end-to-end delay in WSN for multi hop networks iscumulative in nature. The issue of the local optima with regard to the selection of the CH utilising hybrid approaches has been addressedin this research.
"A SURVEY ON METAHEURISTIC OPTIMISATION BASED CLUSTERING IN WSN", TIJER - TIJER - INTERNATIONAL RESEARCH JOURNAL (www.TIJER.org), ISSN:2349-9249, Vol.11, Issue 2, page no.459-465, February-2024, Available :https://tijer.org/TIJER/papers/TIJERB001071.pdf
Volume 11
Issue 2,
February-2024
Pages : 459-465
Paper Reg. ID: TIJER_151075
Published Paper Id: TIJERB001071
Downloads: 000321
Research Area: Science and Technology
Country: Tiruvallur, Tamil Nadu, India
ISSN: 2349-9249 | IMPACT FACTOR: 8.57 Calculated By Google Scholar | ESTD YEAR: 2014
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.57 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Publisher: TIJER (IJ Publication) Janvi Wave
